关于(生态)可持续性的媒体叙事:中东和北非地区创业新闻的主题建模分析

Malte Hager, Khaled Alzafari, Lubna Rashid
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引用次数: 0

摘要

工业活动和消费主义对生态环境的压力与日俱增,对全球北部以外地区的影响尤为明显,在这种情况下,私营部门有责任减少其环境足迹,向可持续的商业模式和流程过渡。然而,不同的文化和背景对可持续性及其各方面的认识大不相同,而当地媒体的论述则塑造和反映了这些概念和叙事。这反过来又影响了可持续发展实践以及新兴创业商业活动的性质和影响。鉴于中东和北非(MENA)缺乏可持续性研究,而且该地区极易受到气候变化、污染、干旱以及政治不稳定和机构脆弱性的影响,本文对该地区可持续性与创业精神交叉点的媒体叙事进行了深入分析。本文采用机器学习方法,对从一家主要地区性英语新闻媒体提取的 486 篇和 217 篇新闻媒体文章的两个数据集进行了主题建模,然后对提取的主题和文章进行了人工内容分析。我们发现,可持续发展一词与经济繁荣高度相关,与生态相关的主题通常从经济收益的角度来表述,例如摆脱对石油和天然气的依赖。我们发现,人们对水资源短缺和生物多样性的关注不足,而对能源转型、循环利用、城市交通以及社会网络和少数群体融合的关注却很受欢迎。因此,我们的研究结果提供了对可持续发展的细致入微的背景理解,可以帮助企业和决策者(重新)确定优先事项,反思向更可持续社会转型的现状和必要的下一步措施。
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Media narratives on (Ecological) sustainability: A topic modeling analysis of entrepreneurship news in the MENA region
Amidst the increasing ecological pressures arising from industrial activity and consumerism, with particularly tangible impacts outside of the global north, the private sector is being held accountable to reduce its environmental footprint and transition to sustainable business models and processes. Nevertheless, perceptions of sustainability and its dimensions largely vary between cultures and contexts, while local media discourses both shape and reflect those concepts and narratives. This in turn shapes sustainability practices and the nature and impacts of emerging entrepreneurial business activity. Given the dearth of sustainability research in the Middle East & North Africa (MENA) and the region’s extreme vulnerability to climate change, pollution, draughts combined with political instability and institutional fragility, this paper provides an in-depth analysis of media narratives at the intersection of sustainability and entrepreneurship in the region. This was done by means of the machine learning method of topic modelling on two datasets of 486 and 217 news media articles extracted from a major regional English-language news outlet, followed by a manual content analysis of the extracted topics and articles. We find that the term sustainability is highly associated with economic prosperity and that ecology-related themes are often formulated in terms of financial gain, for instance transitioning out of oil & gas dependence. We find a surprising lack of focus on water scarcity and biodiversity, coupled with a welcomed focus on the energy transition, recycling, urban mobility, as well as social networking and minority integration. Our findings hence provide a nuanced contextual understanding of sustainability, which may support businesses and decision-makers alike in (re)defining priorities and reflecting upon the status quo and necessary next steps in the transition to more sustainable societies.
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